**UnionML** is an open source MLOps framework that aims to reduce the boilerplate and friction that comes with building models and deploying them to production. You can create **UnionML Apps** by defining a few core methods that are automatically bundled into ML microservices, starting with model training and offline and online prediction. Built on top of [Flyte](https://docs.flyte.org/en/latest/), UnionML provides a high-level interface for productionizing your ML models so that you can focus on curating a better dataset and improving your models. To learn more, check out the 📖 [documentation](https://unionml.readthedocs.io). PyPI: [https://pypi.org/project/unionml/](https://pypi.org/project/unionml/)